CHAKOUR EL-MEHDI received his master’s degree in Intelligent Systems and Energy from the Faculty of Science and Technologies at the University of Sidi Mohamed Ben Abdellah (USMBA), Fez, Morocco, in 2020. He is currently pursuing a joint Ph.D. with the Laboratory of Intelligent Systems, Georesources, and Renewable Energies (SIGER) at USMBA’s Faculty of Sciences and Technologies, while also serving as an adjunct professor at EuroMed University of Fez. Since September 2025, he has been appointed as a Research Engineer at the French National Centre for Scientific Research (CNRS), assigned to the ESIEE Paris research environment, where he contributes to the DeepOEIL Tel project. This project leverages artificial intelligence and computer vision for advanced ophthalmic applications. His research interests include artificial intelligence, deep learning models, image processing, computer vision, electronics, embedded systems, e-health, and ocular disease prediction.